{"id":"W7165572961","doi":"10.48416/ijsaf.v31i1.759","title":"Organic Carrots and Conventional Sticks","year":2025,"lang":"en","type":"article","venue":"International Journal of Sociology of Agriculture and Food","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Organic farming; Agriculture; Commodification; SAFER; Sustainable agriculture; Food systems; Production (economics); Organic product","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045805,0.0002637377,0.000169684,0.0006106054,0.003189572,0.003625854,0.0003917028,0.001662483,0.01020175],"category_scores_gemma":[0.001298729,0.000134215,0.0001122614,0.0006351171,0.01761086,0.003007624,0.002691964,0.0008981773,0.0004822511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202153,"about_ca_system_score_gemma":0.001068381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432937,"about_ca_topic_score_gemma":0.007634579,"domain_scores_codex":[0.9989052,0.0004517042,0.00002191772,0.0001759184,0.0002627403,0.0001826269],"domain_scores_gemma":[0.9992786,0.0002663581,0.0001501416,0.00005464644,0.00008116363,0.0001691815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000881755,0.0000315158,0.001596652,0.000120321,0.000004306539,0.0005689551,0.02162079,0.00009274236,0.0008217423,0.9566243,0.003458645,0.01497185],"study_design_scores_gemma":[0.00004535733,0.0002194151,0.00918159,0.0005054957,0.00001441122,0.0008242541,0.08138186,0.0002861659,0.0006609747,0.3581119,0.548728,0.00004050347],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2975287,0.01483566,0.004112653,0.01916088,0.001012859,0.00004590372,0.00006378445,0.00001900231,0.6632206],"genre_scores_gemma":[0.9688627,0.00254311,0.0009433915,0.002262492,0.0002399275,0.00001552522,0.00002059509,0.000008136841,0.0251042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020175,"threshold_uncertainty_score":0.03412825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006103242176422042,"score_gpt":0.2132474636463531,"score_spread":0.207144221469931,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}